{"id":"W2776187748","doi":"10.1177/1203475417720201","title":"Metastatic Melanoma in Sentinel Node–Negative Patients: The Ottawa Experience","year":2017,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Ottawa","funders":"Ottawa Hospital Research Institute; Cancer Research Institute","keywords":"Medicine; Melanoma; Sentinel lymph node; Sentinel node; Biopsy; Lymph node; Cancer; Metastatic melanoma; Wide local excision; Breslow Thickness; Retrospective cohort study; Oncology; Surgery; Dermatology; Internal medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007277494,0.0001695351,0.0006536967,0.0002963413,0.0002247943,0.00004550688,0.0001511804,0.000039283,0.0001673457],"category_scores_gemma":[0.002620638,0.00009454056,0.000130491,0.0001057529,0.0003296706,0.0001333026,0.00004919181,0.0003029609,0.000004594383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005243597,"about_ca_system_score_gemma":0.00007013716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001210036,"about_ca_topic_score_gemma":0.0000399478,"domain_scores_codex":[0.9982148,0.00009399962,0.000781118,0.00015704,0.0005234543,0.0002295952],"domain_scores_gemma":[0.9976767,0.0007806008,0.0007836662,0.0003457743,0.0002412671,0.0001720289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002211073,0.0007973942,0.8187188,0.0003769587,0.000666062,0.02631831,0.01139035,0.00001505578,0.001273979,0.000199988,0.07963473,0.0583973],"study_design_scores_gemma":[0.01131311,0.002726277,0.6280606,0.003985959,0.001387419,0.07142583,0.02157155,0.001121337,0.001000349,0.001277808,0.2552312,0.0008984851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809687,0.0003824499,0.00004791295,0.01275586,0.0007327802,0.0002034234,8.895589e-7,0.000008195736,0.00489979],"genre_scores_gemma":[0.9955326,0.0006674713,0.00007949109,0.002705415,0.0002964361,0.000004431822,0.000001093644,0.00001470365,0.0006983313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1906582,"threshold_uncertainty_score":0.3855252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036787538251895,"score_gpt":0.2906111659005029,"score_spread":0.2602432905179839,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}